Area Overhead Evaluation on GNN-RE add_mul_comp_16bit
1.21Area OverheadNetDeTox
Evaluation Results
| Method | Links | |
|---|---|---|
| NetDeToxLLM Backend=Deepseek-V32025.11 | 1.21 | |
| NetDeToxLLM Backend=LLaMA-4 Maverick 17B2025.11 | 2.73 | |
| NetDeToxLLM Backend=Qwen-3 235B2025.11 | 3.25 | |
| NetDeToxLLM Backend=GPT-52025.11 | 3.45 | |
| NetDeToxLLM Backend=Qwen-3 235B2025.11 | 3.59 | |
| NetDeToxLLM Backend=GPT-4o-mini2025.11 | 6.49 | |
| NetDeToxLLM Backend=GPT-52025.11 | 7.36 | |
| NetDeToxLLM Backend=GPT-4o-mini2025.11 | 9.47 | |
| NetDeToxLLM Backend=LLaMA-4 Maverick 17B2025.11 | 10.27 | |
| NetDeToxLLM Backend=Deepseek-V32025.11 | 12.59 | |
| NetDeToxLLM Backend=Gemini-2.5 Flash2025.11 | 31.51 | |
| AttackGNNMethod=AttackGNN2025.11 | 61.44 | |
| AttackGNNMethod=AttackGNN2025.11 | 62.45 | |
| NetDeToxLLM Backend=Gemini-2.5 Flash2025.11 | 92.43 |